{"id":"W2338058764","doi":"10.1056/em200209250000002","title":"Inhaled Corticosteroid Therapy Reduces ED Visits for Asthma Relapse","year":2002,"lang":"en","type":"article","venue":"Journal watch","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Asthma; Observational study; Ambulatory; Corticosteroid; Inhaled corticosteroids; Ambulatory care; Population; Emergency medicine; Pediatrics; Internal medicine; Health care; Psychiatry; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001686537,0.000156114,0.0002931138,0.00006797948,0.0002342641,0.00006151455,0.00009966362,0.0000932937,0.0009390047],"category_scores_gemma":[0.0001259415,0.0001036552,0.0002477464,0.0001065633,0.00003550196,0.0001384366,0.00001363933,0.0002646372,0.0001123896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007116621,"about_ca_system_score_gemma":0.00005324982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.038645e-7,"about_ca_topic_score_gemma":4.465129e-7,"domain_scores_codex":[0.9987972,0.0000516224,0.0003728913,0.000170737,0.0003085957,0.0002989817],"domain_scores_gemma":[0.999024,0.0000603345,0.0001710814,0.0001702464,0.0002072371,0.000367049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002038762,0.001479632,0.006857522,0.00007618294,0.000286714,0.0014034,0.001245748,0.00001131058,0.07839966,0.00001221143,0.461697,0.4464918],"study_design_scores_gemma":[0.01423096,0.004545427,0.02250874,0.0004151853,0.0001500074,0.005410615,0.0005731035,0.0005122477,0.02778155,0.0002497954,0.9231296,0.0004927376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812319,0.005761693,0.0001089466,0.01150744,0.0004412147,0.0003560107,0.000005920839,0.00003995922,0.0005469721],"genre_scores_gemma":[0.9852445,0.003093184,0.0004410469,0.001849655,0.001474191,0.0000188497,0.00000412736,0.00003930395,0.007835188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4614326,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865900650329068,"score_gpt":0.2903503456856724,"score_spread":0.2616913391823817,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}